Evidence map›Paper›PMID 41690141›Full record

ArticlePoultry science2026

Increased activity in broiler chickens is associated with better feed conversion.

Christl A Donnelly, Stephen A Ellwood, Stephen J Roberts, Marian Stamp Dawkins

Abstract read
In one paragraph

Article in Poultry science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Christl A DonnellyDepartment of Statistics, University of Oxford, UK.
Stephen A EllwoodDepartment of Biology, University of Oxford, UK.
Stephen J RobertsDepartment of Engineering Science, University of Oxford, UK.
Marian Stamp DawkinsDepartment of Biology, University of Oxford, UK. Electronic address: marian.dawkins@biology.ox.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Farmers are understandably concerned that many proposed improvements to broiler chicken welfare such as 'enrichments' lead to the birds being more active, eating more and therefore result in financially detrimental effects on Feed Conversion Ratio (FCR). The current evidence is inconclusive, but most research so far has relied on small-scale pen studies, not flocks studied under commercial conditions. We measured the life-long activity of 34 commercial flocks of Cobb broilers using smart camera technology and analyzed the data using four statistical descriptors of the patterns made by flock movements - mean, variance, skew and kurtosis of optical flow. For each day, we scored each flock by its scaled deviation from the median for each of the four descriptors and gave it 4 overall activity scores, based on its average lifetime deviation from median ([average optical flow value - median]/√median). The results showed that, contrary to widespread concerns, FCR was no higher in more active flocks and that on average more active flocks tended to have lower (i.e. more efficient) FCR (p = 0.060). There were positive correlations between FCR and the lifetime activity score using both the skew of optical flow (r = 0.608, p < 0.001) and kurtosis (r = 0.603, p < 0.001), both suggesting that increasing numbers of active birds within a flock were associated with lower FCR. There were also positive correlations between skew and kurtosis of optical flow and mortality (r = 0.388, p = 0.023 and r = 0.454; p = 0.007) respectively), as well as an even higher correlation between FCR and mortality (r = 0.698; p < 0.001), which suggests that the favorable effect of activity on FCR may at least in part, be via decreased mortality. While not all welfare improvement may result in improvements in FCR, these results show that increased flock activity is not itself the problem that might be feared.

Indexed as

Animal HusbandryAnimal WelfareChickensMotor ActivityAnimal FeedAnimalsActivityBroilerFeed conversionMortalityWelfare

Identifiers

PMID41690141
PMCPMC12925194

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.